Association analysis

关联分析
  • 文章类型: Journal Article
    背景:Chayote是葫芦科的高经济作物,在粮食生产中发挥着重要作用,疾病治疗和工业可降解材料的生产。由于环境恶劣,如高温,干旱和霜冻,一些佛手瓜资源正在逐渐消失。重要的是收集,表征,并保存佛手球资源。然而,到目前为止,尚未对中国佛手瓜资源的遗传多样性进行研究。
    结果:在这项研究中,我们从中国14个省收集了35只佛手瓜。随后,我们从佛手瓜基因组中发现了363,156个SSR基序,并设计了57对SSR引物进行验证。在这些中,48对引物成功扩增条带,其中42个显示多态性。这42对引物共检测到153个等位基因,每个基因座平均3.64个等位基因。多态信息含量范围为0.03至0.78,平均值为0.41,表明多态性水平较高。基于使用结构分析,PCoA,和UPGMA方法,这35个佛手瓜个体被分为两个主要的集群。通过进一步的关联分析,确定了7个显著相关的SSR标记,包括四个与皮颜色有关,三个与脊柱有关。
    结论:这些分子标记将有助于将来佛手瓜的遗传多样性分析和遗传育种改进。
    BACKGROUND: Chayote is a high economic crop in the Cucurbitaceae family, playing an important role in food production, disease treatment and the production of degradable materials in industries. Due to the harsh environment, such as high temperature, drought and frost, some chayote resources are gradually disappearing. It is crucial to collect, characterize, and conserve chayote resources. However, the genetic diversity of chayote resources in China has not been studied so far.
    RESULTS: In this study, we collected 35 individuals of chayote from 14 provinces in China. Subsequently, we found 363,156 SSR motifs from the chayote genome and designed 57 pairs of SSR primers for validation. Out of these, 48 primer pairs successfully amplified bands, with 42 of them showing polymorphism. These 42 primer pairs detected a total of 153 alleles, averaging 3.64 alleles per locus. The polymorphic information content ranged from 0.03 to 0.78, with an average value of 0.41, indicating a high level of polymorphism. Based on the analysis using STRUCTURE, PCoA, and UPGMA methods, the 35 chayote individuals were divided into two major clusters. Through further association analysis, 7 significantly associated SSR markers were identified, including four related to peel color and three related to spine.
    CONCLUSIONS: These molecular markers will contribute to the analysis of genetic diversity and genetic breeding improvement of chayote in the future.
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  • 文章类型: Journal Article
    单核苷酸多态性(SNP)是由单个核苷酸的变异引起的基因组水平性状,导致DNA序列的多样性。SNP筛选通常用于为牦牛育种工作提供候选基因。整联蛋白亚基α9(ITGA9)是一种整联蛋白。它在细胞粘附中起着重要的作用,信令,和其他过程。这项研究的目的是讨论ITGA9基因的遗传多态性与乳质性状之间的关联,并确定潜在的分子标记位点用于牦牛育种品质。我们使用IlluminaYakcGPS7K液体芯片对162头牦牛进行了基因分型,并鉴定了牦牛ITGA9基因中9个SNP位点的多态性存在。结果表明,突变基因型在位点g.285,808T>A,g.306,600T>C,g.315,413C>T与酪蛋白含量呈正相关,蛋白质,总固体(TS),牦牛奶中的固体脱脂(SNF)。在其他位点,杂合基因型与牦牛乳中营养成分呈正相关。然后,基于连锁不平衡构建了两个ITGA9单倍型区块,这有助于更准确地筛选ITGA9作为牦牛乳品质改善的候选基因。总之,我们鉴定了与牦牛乳品质性状相关的SNPs和单倍型区块,为牦牛育种中的标记辅助选择提供了遗传资源。
    A single-nucleotide polymorphism (SNP) is a genome-level trait that arises from a variation in a single nucleotide, leading to diversity in DNA sequences. SNP screening is commonly used to provide candidate genes for yak breeding efforts. Integrin Subunit Alpha 9 (ITGA9) is an integrin protein. It plays an important role in cell adhesion, signalling, and other processes. The aim of this study was to discuss the association between genetic polymorphisms in the ITGA9 gene and milk quality traits and to identify potential molecular marker loci for yak breeding quality. We genotyped 162 yaks using an Illumina Yak cGPS 7K liquid chip and identified the presence of polymorphisms at nine SNP loci in the ITGA9 gene of yaks. The results showed that the mutant genotypes in the loci g.285,808T>A, g.306,600T>C, and g.315,413C>T were positively correlated with the contents of casein, protein, total solids (TS), and solid nonfat (SNF) in yak milk. In other loci, heterozygous genotypes had a positive correlation with nutrient content in yak milk. Then, two ITGA9 haplotype blocks were constructed based on linkage disequilibrium, which facilitated a more accurate screening of ITGA9 as a candidate gene for yak milk quality improvement. In conclusion, we identified SNPs and haplotype blocks related to yak milk quality traits and provided genetic resources for marker-assisted selection in yak breeding.
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  • 文章类型: Journal Article
    长期以来,人们已经认识到收获前发芽(PHS)与种皮颜色之间的关联。与白粒小麦相比,红粒小麦通常表现出较高的PHS抗性,尽管红粒品种中存在PHS抗性的变异性。这里,我们对由红粒小麦品种组成的小组进行了全基因组关联研究,旨在使用数字图像处理技术发现调节PHS抗性和种皮红色成分的基因。确定了与PHS性状相关的12个基因座,其中9个是第一次描述。由SNPAX-95172164(染色体1B)和AX-158544327(染色体7D)标记的遗传基因座解释了大约25%的发芽指数变异,突出了它们对培育抗PHS品种的价值。PHS抗性最有希望的候选基因是TraesCS6B02G147900,编码参与糊粉层形态发生的蛋白质。26个SNP与谷物颜色显着相关,独立于已知的Tamyb10基因。它们中的大多数与多种颜色特征有关。揭示的基因座内的基因优先级确定了TraesCS1D03G0758600和TraesCS7B03G1296800,它们参与调节色素生物合成和控制色素积累。总之,我们的研究确定了与谷物颜色和发芽指数相关的新基因座,提供对这些性状的遗传机制的见解。
    The association between pre-harvest sprouting (PHS) and seed coat color has long been recognized. Red-grained wheats generally exhibit greater PHS resistance compared to white-grained wheat, although variability in PHS resistance exists within red-grained varieties. Here, we conducted a genome-wide association study on a panel consisting of red-grained wheat varieties, aimed at uncovering genes that modulate PHS resistance and red color components of seed coat using digital image processing. Twelve loci associated with PHS traits were identified, nine of which were described for the first time. Genetic loci marked by SNPs AX-95172164 (chromosome 1B) and AX-158544327 (chromosome 7D) explained approximately 25% of germination index variance, highlighting their value for breeding PHS-resistant varieties. The most promising candidate gene for PHS resistance was TraesCS6B02G147900, encoding a protein involved in aleurone layer morphogenesis. Twenty-six SNPs were significantly associated with grain color, independently of the known Tamyb10 gene. Most of them were related to multiple color characteristics. Prioritization of genes within the revealed loci identified TraesCS1D03G0758600 and TraesCS7B03G1296800, involved in the regulation of pigment biosynthesis and in controlling pigment accumulation. In conclusion, our study identifies new loci associated with grain color and germination index, providing insights into the genetic mechanisms underlying these traits.
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  • 文章类型: Journal Article
    假体周围关节感染(PJIs)是假体手术的严重并发症。PJI的诊断标准将临床和实验室发现整合在复杂且有时不确定的工作流程中。宿主免疫因子作为骨和关节感染的诊断生物标志物具有潜力。我们报道,体液模式识别分子长五聚素3(PTX3)可预测全髋和膝关节置换术中的PJI(THA和TKA,分别)。PTX3和炎症基因的遗传变异是否以及如何影响其表达(IL-1β,IL-6,IL-10和IL-17A)与PJI的风险关系未知。我们对高加索历史队列的THA和TKA患者进行了病例对照研究,这些患者由于PJI(病例)或无菌并发症(对照)而进行了假体外植体。收集93名受试者的唾液,用于提取DNA和基因型PTX3,IL-1β,IL-6、IL-10和IL-17A单核苷酸多态性(SNP)。此外,IL-1β的浓度,在滑液和血浆中测量IL-10和IL-6。PTX3多态性与PJI之间没有发现关联;然而,AGG单倍型,包括IL-1β中的rs2853550、rs1143634和rs1143627,与感染有关(p=0.017)。此外,所有炎症标志物的滑膜水平均高于对照组,仅在病例中,PTX3的滑膜浓度与IL-1β的滑膜浓度之间存在相关性(Spearmanr=0.67,p=0.004)。我们确定了rs2853550与IL-1β和PTX3滑膜浓度之间的关系。我们的发现表明,IL-1βSNP可用于早期识别具有高感染风险的THA和TKA患者。
    Periprosthetic joint infections (PJIs) are serious complications of prosthetic surgery. The criteria for the diagnosis of PJI integrate clinical and laboratory findings in a complex and sometimes inconclusive workflow. Host immune factors hold potential as diagnostic biomarkers in bone and joint infections. We reported that the humoral pattern-recognition molecule long pentraxin 3 (PTX3) predicts PJI in total hip and knee arthroplasty (THA and TKA, respectively). If and how genetic variation in PTX3 and inflammatory genes that affect its expression (IL-1β, IL-6, IL-10, and IL-17A) contributes to the risk of PJI is unknown. We conducted a case-control study on a Caucasian historic cohort of THA and TKA patients who had prosthesis explant due to PJI (cases) or aseptic complications (controls). Saliva was collected from 93 subjects and used to extract DNA and genotype PTX3, IL-1β, IL-6, IL-10, and IL-17A single-nucleotide polymorphisms (SNPs). Moreover, the concentration of IL-1β, IL-10, and IL-6 was measured in synovial fluid and plasma. No association was found between PTX3 polymorphisms and PJI; however, the AGG haplotype, encompassing rs2853550, rs1143634, and rs1143627 in IL-1β, was linked to the infection (p = 0.017). Also, synovial levels of all inflammatory markers were higher in cases than in controls, and a correlation emerged between synovial concentration of PTX3 and that of IL-1β in cases only (Spearman r = 0.67, p = 0.004). We identified a relationship between rs2853550 and the synovial concentration of IL-1β and PTX3. Our findings suggest that IL-1β SNPs could be used for the early identification of THA and TKA patients with a high risk of infection.
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  • 文章类型: Journal Article
    腺苷双磷酸酶是一类催化核苷三磷酸/二磷酸(NTP/NDP)水解的酶,广泛参与植物生长和胁迫反应的调节。然而,玉米中的三磷酸双磷酸酶家族基因尚未被鉴定,它们的特征和功能在很大程度上是未知的。在这项研究中,我们在玉米基因组中鉴定出16种磷酸双磷酸酶(命名为ZmAPY1-ZmAPY16),并分析了它们的系统发育关系,基因结构,染色体分布,上游调控转录因子和表达模式。转录组数据库的分析揭示了玉米中ZmAPY基因的组织特异性和非生物胁迫响应性表达。qPCR分析进一步证实了他们对干旱的反应,热,冷压力。关联分析表明,ZmAPY5和ZmAPY16的变异可能调节玉米农艺性状和干旱响应。我们的发现揭示了玉米三磷酸双磷酸酶基因的分子特征和进化史,强调它们在各种生物过程和应激反应中的作用。这项研究为进一步探索玉米中的腺苷三磷酸双磷酸酶功能奠定了基础。
    在线版本包含补充材料,可在10.1007/s11032-024-01474-9获得。
    Apyrase is a class of enzyme that catalyzes the hydrolysis of nucleoside triphosphates/diphosphates (NTP/NDP), which widely involved in regulation of plant growth and stress responses. However, apyrase family genes in maize have not been identified, and their characteristics and functions are largely unknown. In this study, we identified 16 apyrases (named as ZmAPY1-ZmAPY16) in maize genome, and analyzed their phylogenetic relationships, gene structures, chromosomal distribution, upstream regulatory transcription factors and expression patterns. Analysis of the transcriptome database unveiled tissue-specific and abiotic stress-responsive expression of ZmAPY genes in maize. qPCR analysis further confirmed their responsiveness to drought, heat, and cold stresses. Association analyses indicated that variations of ZmAPY5 and ZmAPY16 may regulate maize agronomic traits and drought responses. Our findings shed light on the molecular characteristics and evolutionary history of maize apyrase genes, highlighting their roles in various biological processes and stress responses. This study forms a basis for further exploration of apyrase functions in maize.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s11032-024-01474-9.
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  • 文章类型: Journal Article
    帕金森病(PD)和原发性震颤(ET)是两种最常见的震颤疾病,具有公认的遗传发病机制。重叠的临床特征表明它们可能具有遗传易感性。我们先前的研究系统地调查了ET相关基因中罕见的编码变异与早发性PD(EOPD)之间的关联。并发现了teneurin跨膜蛋白4(TENM4)与EOPD之间的暗示性关联。在目前的研究中,我们探索了ET相关遗传基因座/基因与散发性晚发性PD(LOPD)之间潜在的遗传相互作用.
    我们在1962年散发性LOPD病例和来自中国大陆的1279个对照中进行了全基因组测序。我们首先使用逻辑回归分析来测试通过ET全基因组关联研究确定的前16个SNP,用于ET和LOPD之间的关联。然后,我们应用优化的序列内核关联测试来探索该队列中33个ET相关基因的罕见变异负担。
    我们没有观察到所包括的SNP与LOPD之间的显著关联。我们也没有发现与LOPD风险相关的ET相关基因的罕见有害变异的显著负担。
    我们的结果不支持ET相关的遗传基因座和变异体在LOPD中的作用。
    招募了1962年病例和1279名对照,以研究ET相关遗传位点/变异与散发性LOPD之间的潜在遗传相互作用。未观察到ET相关SNP与LOPD之间的显著关联。在LOPD风险中未发现ET相关基因的罕见有害变体的显着负担。
    UNASSIGNED: Parkinson\'s disease (PD) and Essential tremor (ET) are the two most common tremor diseases with recognized genetic pathogenesis. The overlapping clinical features suggest they may share genetic predispositions. Our previous study systematically investigated the association between rare coding variants in ET-associated genes and early-onset PD (EOPD), and found the suggestive association between teneurin transmembrane protein 4 (TENM4) and EOPD. In the current research, we explored the potential genetic interplay between ET-associated genetic loci/genes and sporadic late-onset PD (LOPD).
    UNASSIGNED: We performed whole-genome sequencing in the 1962 sporadic LOPD cases and 1279 controls from mainland China. We first used logistic regression analysis to test the top 16 SNPs identified by the ET genome-wide association study for the association between ET and LOPD. Then we applied the optimized sequence kernel association testing to explore the rare variant burden of 33 ET-associated genes in this cohort.
    UNASSIGNED: We did not observe a significant association between the included SNPs with LOPD. We also did not discover a significant burden of rare deleterious variants of ET-associated genes in association with LOPD risk.
    UNASSIGNED: Our results do not support the role of ET-associated genetic loci and variants in LOPD.
    UNASSIGNED: 1962 cases and 1279 controls were recruited to study the potential genetic interplay between ET-associated genetic loci/variants and sporadic LOPD.No significant association between the ET-associated SNPs and LOPD were observed.No significant burden of rare deleterious variants of ET-associated gene in LOPD risk were found.
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  • 文章类型: Journal Article
    GLP-1受体激动剂(GLP-1RA)是目前临床治疗2型糖尿病(T2DM)的一线药物。它可以通过刺激胰岛素分泌和降低胰高血糖素水平来调节血糖。我们使用16SrRNA扩增子测序来检测在杜拉鲁肽给药1和48周后新诊断的T2DM的肠道菌群组成的结构变化。我们的研究发现,在对新诊断的T2DM受试者服用杜拉鲁肽1周后,肠道菌群没有显着变化。然而,杜拉鲁肽给药48周后,肠道菌群的组成发生了显著变化,肠道菌群丰度显著降低。此外,我们发现空腹血糖水平,空腹C肽水平,HbA1c水平,BMI也与肠道菌群密切相关。这表明肠道菌群可能是杜拉鲁肽治疗T2DM的机制之一。
    GLP-1 receptor agonists (GLP-1 RA) are presently used as the first-line drugs for the clinical treatment of type 2 diabetes mellitus (T2DM). It can regulate blood glucose by stimulating insulin secretion and lowering glucagon levels. We used 16S rRNA amplicon sequencing to detect structural changes in the composition of the intestinal flora of newly diagnosed T2DM after 1 and 48 weeks of dulaglutide administration. Our research found no significant changes in the intestinal flora after the administration of dulaglutide for 1 week to subjects with newly diagnosed T2DM. Nevertheless, after 48 weeks of dulaglutide administration, the composition of the intestinal flora changed significantly, with a significant reduction in the abundance of intestinal flora. Furthermore, we found that fasting glucose levels, fasting c-peptide levels, HbA1c levels, and BMI are also closely associated with intestinal flora. This reveals that intestinal flora may be one of the mechanisms by which dulaglutide treats T2DM.
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  • 文章类型: Journal Article
    创伤后应激障碍(PTSD)是一种精神障碍,在暴露于压力性创伤事件后表现出来,比如战斗经验。积累的证据表明,遗传对PTSD的发展具有重要影响。5-羟色胺转运体(5-HTT)基因已被确定为PTSD的候选基因,并且5-羟色胺转运体相关启动子区(5-HTTLPR)的多态性与普通人群中的疾病有关。然而,它是否与现役军人的PTSD有关尚未进行调查。本研究旨在探讨5-HTTLPR与服役人员PTSD的关系。
    从服务成员中提取白细胞基因组DNA,包括患有PTSD(n=134)或没有PTSD(n=639)的患者。通过两个阶段的TaqMan荧光PCR检测5-HTTLPR多态性。使用PTSD清单(PCL)评估PTSD症状和症状严重程度,17项,基于DSM,自我报告问卷具有良好的效度和信度。PTSD是根据DSM-IV标准的认可和PCL总分≥44确定的。
    在PTSD和对照组之间观察到双等位基因分布的显着差异(χ2=7.497,P=0.024)。SS的频率,SL,和LL基因型在PTSD组分别为0.17、0.56和0.27,与非PTSD对照组的0.27、0.43和0.29的频率相比。L等位基因的携带者在PCL上的重新体验和唤醒症状得分较高,与SS纯合子携带者相比(P<0.05)。三等位基因基因型在PTSD组和对照组之间的分布没有显着差异(P>.05),并且与PTSD症状严重程度无关。5-HTTLPR的三等位基因基因型与创伤生活事件的相互作用与重新体验有关,回避,和唤醒(所有P<0.05)。多元回归分析显示,5-HTTLPR的双等位基因和三等位基因基因型之间存在显着相关性,压力一生事件数量的相互作用,5-HTTLPR基因型与PCL总分(P<0.001)。
    我们的研究结果表明,5-HTT可能在创伤后应激障碍中起次要作用,5-HTTLPR与环境的相互作用对PCL评分有影响,补充和强调PTSD的5-HTT,尤其是在军人中。
    UNASSIGNED: Post-traumatic stress disorder (PTSD) is a mental disorder that manifests after exposure to a stressful traumatic event, such as combat experience. Accumulated evidence indicates an important genetic influence in the development of PTSD. The serotonin transporter (5-HTT) gene has been identified as a candidate for PTSD and a polymorphism of the serotonin transporter-linked promoter region (5-HTTLPR) is associated with the disorder in the general population. However, whether it is associated with PTSD in active military service members has not been investigated. This study aimed to investigate the relationship between 5-HTTLPR and PTSD in service members.
    UNASSIGNED: Leucocyte genomic DNA was extracted from service members, including those with PTSD (n = 134) or without PTSD (n = 639). The 5-HTTLPR polymorphism was detected by means of 2 stages of TaqMan fluorescent PCR assay. PTSD symptoms and symptom severity were assessed using the PTSD Checklist (PCL), a 17-item, DSM-based, self-report questionnaire with well-established validity and reliability. PTSD was determined based on endorsement of DSM-IV criteria and a PCL total score ≥ 44.
    UNASSIGNED: Significant differences in biallele distribution were observed between PTSD and controls (χ2 = 7.497, P = .024). The frequency of SS, SL, and LL genotypes in the PTSD group was 0.17, 0.56, and 0.27 respectively, compared to the frequencies of 0.27, 0.43, and 0.29 in non-PTSD controls. Carriers of the L allele had higher scores for reexperiencing and arousal symptoms on the PCL, compared to SS homozygote carriers (P < .05). The triallele genotypes showed no significant differences in distribution between the PTSD and control groups (P > .05) and no relationship with PTSD symptom severity. The interaction of triallelic genotypes of 5-HTTLPR and traumatic life events was associated with re-experiencing, avoidance, and arousal (P < .05 for all). Multiple regression analysis revealed significant correlations between both biallelic and triallelic genotypes of 5-HTTLPR, the interaction of the number of stressful lifetime events, and 5-HTTLPR genotypes with PCL total score (P < .001).
    UNASSIGNED: Our findings suggested that 5-HTT might play a minor role in PTSD, and the interaction between 5-HTTLPR and the environment had effects on PCL score, complementing and emphasizing 5-HTT for PTSD, especially in the military population.
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  • 文章类型: Journal Article
    酚酰胺是植物中重要的次生代谢产物。它们在植物对病原体和昆虫食草动物的防御反应中起重要作用,防止紫外线照射和花卉诱导和发展。然而,不同玉米品系中酚酰胺含量的积累和变化以及负责其生物合成的基因仍然未知。这里,我们结合了基因图谱,蛋白质调控网络和生物信息学分析,进一步增强对玉米酚酰胺生物合成的认识。在多个种群中鉴定出16种酚酰胺,它们都与19个表型性状中的一个或几个显著相关。通过链接映射,58、58、39和67个QTL,在BBE1,BBE2,ZYE1和ZYE2中,每个性状的QTL平均为3.9、3.6、3.6和4.2,解释了9.47%,10.78%,每个QTL的平均表型变异为9.51%和11.40%,分别。通过GWAS,在两种不同的环境中检测到39和36个显著位点,每个性状的3.3和2.8个基因座,解释每个基因座平均10.00%和9.97%的表型变异,分别。完全正确,确定了58个独特的候选基因,31%的它们编码酶参与胺和衍生物的代谢过程。对358个蛋白质-蛋白质相关基因的基因本体论术语分析揭示了与细胞氮代谢有关的显着富集,胺代谢。GRMZM2G066142,GRMZM2G066049,GRMZM2G165390和GRMZM2G159587进一步验证了其在酚胺类生物合成中的参与。我们的结果提供了对玉米粒中酚酰胺生物合成的遗传基础的见解,了解酚酰胺的生物合成及其营养成分和抵抗生物和非生物胁迫的能力。
    Phenolamides are important secondary metabolites in plant species. They play important roles in plant defense responses against pathogens and insect herbivores, protection against UV irradiation and floral induction and development. However, the accumulation and variation in phenolamides content in diverse maize lines and the genes responsible for their biosynthesis remain largely unknown. Here, we combined genetic mapping, protein regulatory network and bioinformatics analysis to further enhance the understanding of maize phenolamides biosynthesis. Sixteen phenolamides were identified in multiple populations, and they were all significantly correlated with one or several of 19 phenotypic traits. By linkage mapping, 58, 58, 39 and 67 QTLs, with an average of 3.9, 3.6, 3.6 and 4.2 QTLs for each trait were mapped in BBE1, BBE2, ZYE1 and ZYE2, explaining 9.47%, 10.78%, 9.51% and 11.40% phenotypic variation for each QTL on average, respectively. By GWAS, 39 and 36 significant loci were detected in two different environments, 3.3 and 2.8 loci for each trait, explaining 10.00% and 9.97% phenotypic variation for each locus on average, respectively. Totally, 58 unique candidate genes were identified, 31% of them encoding enzymes involved in amine and derivative metabolic processes. Gene Ontology term analysis of the 358 protein-protein interrelated genes revealed significant enrichment in terms relating to cellular nitrogen metabolism, amine metabolism. GRMZM2G066142, GRMZM2G066049, GRMZM2G165390 and GRMZM2G159587 were further validated involvement in phenolamides biosynthesis. Our results provide insights into the genetic basis of phenolamides biosynthesis in maize kernels, understanding phenolamides biosynthesis and its nutritional content and ability to withstand biotic and abiotic stress.
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  • 文章类型: Journal Article
    目的:本研究旨在探讨成人腰围与哮喘发作之间的关系。
    方法:在这项横断面研究中,我们分析了5,530名被诊断为哮喘的美国成年人的数据.参与者根据哮喘发作的经历分为两组:有或没有哮喘发作。我们采用调整加权逻辑回归模型,加权限制三次样条,亚组和敏感性分析评估腰围和哮喘发作之间的关联。
    结果:所有参与者的中位年龄为43岁,腰围中位数为98.9厘米,BMI中位数为28.50kg/m2。哮喘发作组患者腰围明显高于非发作组(P<0.001)。在对体重指数定义的肥胖进行全面调整后,年龄,性别,种族,教育水平,贫困收入比水平,吸烟状况,代谢综合征,腰围每增加5cm,哮喘发作的可能性增加1.06倍.加权限制三次样条分析显示,腰围增加,哮喘发作的风险增加。亚组分析证实了按性别区分的不同群体之间的这种关系,年龄,和吸烟状况。当应用更严格的哮喘发作定义时,加权logistic回归模型显示腰围与哮喘发作之间存在密切关联.
    结论:腰围是哮喘发作的独立预测因子。我们的发现强调了腰围测量在评估哮喘发作风险中的重要性。
    OBJECTIVE: This study aims to explore the relationship between waist circumference and asthma attack in adults.
    METHODS: In this cross-sectional study, we analysed data from 5,530 U.S. adults diagnosed with asthma. Participants were categorized into two groups based on their experience of asthma attacks: with or without asthma attacks. We employed adjusted weighted logistic regression models, weighted restricted cubic splines, subgroup and sensitivity analyses to assess the association between waist circumference and asthma attack.
    RESULTS: The median age of all participants was 43 years, and the median waist circumference was 98.9 cm, with a median BMI was 28.50 kg/m2. Participants in the asthma attack group had significantly higher waist circumferences than those in the non-attack group (P < 0.001). After full adjustment for body mass index-defined obesity, age, gender, race, education levels, poverty income ratio levels, smoking status, and metabolic syndrome, every 5 cm increase in waist circumference exhibited a 1.06 times higher likelihood of asthma attack probability. The weighted restricted cubic spline analysis demonstrated an increased risk of asthma attacks with rising waist circumference. Subgroup analyses confirmed this relationship across various groups differentiated by gender, age, and smoking status. When applying a stricter definition of asthma attack, the weighted logistic regression models showed robust association between waist circumference and asthma attack.
    CONCLUSIONS: Waist circumference is an independent predictor of asthma attacks. Our findings underscore the importance of waist circumference measurement in evaluating the risk of asthma attacks.
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